Upload 2 files

app.py

@@ -0,0 +1,74 @@
+from pinecone.grpc import PineconeGRPC, GRPCClientConfig
+from pinecone import ServerlessSpec
+import time
+
+# Initialize a client.
+# API key is required, but the value does not matter.
+# Host and port of the Pinecone Local instance
+# is required when starting without indexes. 
+pc = PineconeGRPC(
+    api_key="pclocal", 
+    host="http://localhost:5080" 
+)                                    
+
+# Create an index
+index_name = "example-index"
+
+if not pc.has_index(index_name):  
+    pc.create_index(
+        name=index_name,
+        dimension=2,
+        metric="cosine",
+        spec=ServerlessSpec(
+            cloud="aws",
+            region="us-east-1",
+        )
+    )
+
+# Wait for the index to be ready
+while not pc.describe_index(index_name).status['ready']:
+    time.sleep(1)
+
+# Target the index, disabling tls
+index_host = pc.describe_index(index_name).host
+index = pc.Index(host=index_host, grpc_config=GRPCClientConfig(secure=False))
+
+# Upsert records into the index
+index.upsert(
+    vectors=[
+        {
+            "id": "vec1", 
+            "values": [1.0, -2.5],
+            "metadata": {"genre": "drama"}
+        },
+        {
+            "id": "vec2", 
+            "values": [3.0, -2.0],
+            "metadata": {"genre": "documentary"}
+        },
+        {
+            "id": "vec3", 
+            "values": [0.5, -1.5],
+            "metadata": {"genre": "documentary"}
+        }
+    ],
+    namespace="example-namespace"
+)
+
+# Check the number of records in the index
+print("Index stats:\n", index.describe_index_stats())
+
+# Query the index with a metadata filter
+response = index.query(
+    vector=[3.0, -2.0],
+    filter={"genre": {"$eq": "documentary"}},
+    top_k=1,
+    include_values=True,
+    include_metadata=True,
+    namespace='example-namespace'
+)
+
+print("\nQuery response:\n", response)
+
+# Delete the index
+pc.delete_index(index_name)

docker-compose.yaml

@@ -0,0 +1,21 @@
+services:
+  index1:
+    image: ghcr.io/pinecone-io/pinecone-index:latest
+    environment:
+      PORT: 5080
+      INDEX_TYPE: serverless
+      DIMENSION: 2 
+      METRIC: cosine
+    ports:
+      - "5081:5081"
+    platform: linux/amd64
+  index2:
+    image: ghcr.io/pinecone-io/pinecone-index:latest
+    environment:
+      PORT: 5081
+      INDEX_TYPE: pod
+      DIMENSION: 2 
+      METRIC: dotproduct
+    ports:
+      - "5082:5082"
+    platform: linux/amd64